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Business efficiency, automation and AI

Stop wasting hours on repetitive admin.

Purdy helps businesses automate manual work, improve inefficient processes and build practical AI solutions that save time and reduce costs.

Your business should not depend on manual work that everyone hates.

Most teams lose whole days each month to work that could be simplified, standardised or automated. These are the problems I am usually asked to solve:

  • Copying information between spreadsheets
  • Manually checking invoices
  • Rebuilding the same reports every month
  • Searching through documents for information
  • Fixing recurring spreadsheet errors
  • Relying on one person who understands the process

What I do

Services

Three straightforward ways to work together. Every project starts with the problem, not the technology.

Spreadsheet Rescue

For teams whose spreadsheets have grown beyond what they were built for, and now break, disagree or take too long.

  • Fix broken formulas
  • Clean and organise data
  • Reconcile invoices, stock, costs and usage
  • Build trackers, reports and dashboards
  • Automate repetitive Excel tasks

AI and Workflow Automation

For repetitive administrative work that follows the same steps every time and does not need a person to do it.

  • Automate repetitive administrative work
  • Extract structured data from PDFs and invoices
  • Create practical AI tools
  • Improve document and reporting workflows
  • Build internal knowledge tools

Process Improvement

For businesses that know something is inefficient but need an outside view to find where the time actually goes.

  • Review how a business currently works
  • Identify wasted time, duplication and manual effort
  • Recommend practical improvements
  • Build and implement the solution

Knowledge Capture and Handover

For businesses where one person holds a critical process in their head, and nobody else could run it next week.

  • Map how the work is actually done, day to day
  • Document the decision rules, not just the steps
  • Turn tracked time into a clear process record
  • Build searchable internal knowledge tools
  • Produce handover packs cover staff can follow

The process

How it works

A short, low-risk process with no long consultancy engagement.

  1. 1

    Tell me what is not working

    A short conversation about the task, the files involved and how much time it takes today.

  2. 2

    I review the process and identify the problem

    I look at the actual work, not a theoretical version of it, and confirm what can be improved.

  3. 3

    I build a practical solution

    A tool, spreadsheet, report or automated workflow your team can use without specialist knowledge.

  4. 4

    You save time and reduce manual work

    You keep the solution, with clear documentation so it does not depend on one person.

About

Commercial experience, not theoretical consultancy.

I am a Production Manager with 22 years of experience at Immediate Media, formerly BBC Magazines.

I negotiate three major supplier contracts each year with a combined annual spend of approximately £6 million.

My experience includes supplier management, budgeting, contract negotiation, data analysis, sustainability reporting, AI implementation, workflow automation, process improvement and project management.

I have built multiple AI tools and automated numerous manual business processes.

Areas of experience

  • Supplier management
  • Budgeting
  • Contract negotiation
  • Data analysis
  • Sustainability reporting
  • AI implementation
  • Workflow automation
  • Process improvement
  • Project management

Recent automation projects

Anonymised examples of work delivered. Results are described in terms businesses recognise, not figures I cannot evidence.

Invoice Intelligence

An AI-assisted invoice processing system that extracts key financial information from supplier invoices, validates it and prepares structured accounting data.

Result

  • Reduced manual data entry
  • Improved consistency
  • Faster invoice processing

Commercial Paper Reconciliation

An automated reconciliation process comparing supplier usage, pricing and contractual agreements across multiple data sources.

Result

  • Faster commercial reviews
  • Easier identification of discrepancies
  • Reduced manual checking

Carbon and Sustainability Reporting

Automated reporting tools that calculate production emissions and compare environmental performance across suppliers and production sites.

Result

  • Faster sustainability reporting
  • Improved data accuracy
  • Easier year-on-year comparisons

Business Knowledge Assistant

An AI-powered knowledge system that lets teams retrieve operational information, documentation and business rules quickly.

Result

  • Less time searching for information
  • Improved consistency
  • Better knowledge sharing

PDF Data Extraction

Workflows that convert complex PDF documents into structured Excel and JSON datasets.

Result

  • Eliminated repetitive manual extraction
  • Improved data quality
  • Significant time savings

Workflow Automation

Automated repetitive reporting, spreadsheet processing and validation tasks that were previously completed by hand.

Result

  • Reduced administration
  • Faster reporting cycles
  • Fewer human errors

Commercial Reporting Dashboards

Dashboards combining operational, commercial and supplier data into clear business reporting.

Result

  • Better visibility
  • Faster decision making
  • Simplified reporting

AI Process Reviews

Worked with business users to identify manual tasks suitable for automation, then built practical AI solutions to improve efficiency.

Result

  • Clear view of where time is lost
  • Practical solutions people actually use
  • Improved day-to-day efficiency

In detail

Case studies

Four examples of operational processes I have reviewed, documented and improved. Clients are anonymised and figures are only quoted where they can be evidenced.

Magazine publishing

Print planning for a flagship weekly title

The highest-margin weekly title in the portfolio had no written process. Print quantities, paper reservations and production deadlines all sat in one person's head, so holiday or illness became a genuine commercial risk.

What I did

  • Mapped the full monthly and weekly production cycle end to end
  • Documented the decision rules behind print run and paper quantity
  • Built a single tracker linking sales forecasts, print orders and paper stock
  • Wrote a plain-language handover pack for cover and successor staff

Result

  • Removed single-person dependency on the most profitable title
  • Faster, more consistent print quantity decisions
  • Cover staff able to run the process without escalation

Print production

Paper procurement and contract tracking

Annual paper contracts covering several million pounds of spend were tracked across separate spreadsheets, emails and supplier statements. Comparing agreed rates against actual usage took days of manual checking.

What I did

  • Consolidated contract terms, grades, volumes and agreed rates into one structured dataset
  • Automated the comparison between contracted rates and invoiced rates
  • Added flags for volume commitments, price movements and off-contract purchases

Result

  • Reduced manual checking across supplier accounts
  • Discrepancies identified before payment rather than after
  • Clearer position ahead of annual contract negotiation

Supply chain

Stock and contingency planning

Paper availability varies by grade, mill and lead time. Contingency stock was managed reactively, which risked either production delays or capital tied up in unused reels.

What I did

  • Modelled usage by grade against lead times and reorder points
  • Built a stock position view combining reserved, allocated and free stock
  • Set simple reorder triggers the team could follow without specialist knowledge

Result

  • Fewer last-minute sourcing decisions
  • Better visibility of stock held against forecast demand
  • Reduced risk of production disruption

Sustainability

Carbon and sustainability reporting

Emissions reporting for production was rebuilt by hand each period from supplier data in inconsistent formats, which made year-on-year comparison unreliable.

What I did

  • Standardised supplier and production data into one reporting structure
  • Automated the emissions calculation and the comparison between sites and suppliers
  • Produced a repeatable report the team can run themselves

Result

  • Faster reporting cycle
  • Improved data accuracy and consistency
  • Reliable year-on-year and supplier-by-supplier comparison

Typical projects

If your problem sounds like one of these, it is worth a conversation.

  • Automating invoice processing
  • Spreadsheet rescue and optimisation
  • Business reporting dashboards
  • Supplier data analysis
  • AI knowledge bases
  • PDF data extraction
  • Workflow automation
  • Sustainability reporting
  • Data validation
  • Business process reviews

What I don't do

Being clear about this usually saves everyone time.

  • I don't sell AI because it's fashionable.
  • I don't recommend expensive software you don't need.
  • I don't write 100-page reports that nobody reads.
  • I solve real business problems.
  • I automate repetitive work.
  • I build practical solutions that people actually use.

Starting prices

Pricing

Clear starting prices so you know roughly where a project begins.

  • Spreadsheet Health Check

    A review of an existing spreadsheet with a written list of risks and fixes.

    From £95

  • Spreadsheet Fix or Reconciliation

    Repair broken files, clean data, or reconcile invoices, usage and costs.

    From £195

  • Dashboard or Automated Report

    A repeatable report or dashboard built from your existing data sources.

    From £295

  • AI and Process Review

    A review of a workflow with practical recommendations you can act on.

    From £395

  • Custom Automation Project

    Larger automation or AI tool builds, quoted once the scope is clear.

    Price agreed after consultation

Final pricing depends on the complexity, quality and volume of the source data.

Get in touch

Tell me what is wasting your time.

Send a few details and I will reply with an honest view of whether I can help, and what it would involve.

For example: Excel workbooks, supplier invoices, PDF reports, accounting exports.

Prefer email? Write to hello@purdymation.co.uk.